In addition, we also found an early remission of NAFLD after LSG could be accurately predicted using the proposed nomogram based on the patients’ preoperative TyG, HSI and Prdx1 concentration. Here, PRDX1 is linked to metabolic dysfunction-associated steatotic liver disease.